Triple

T1787854
Position Surface form Disambiguated ID Type / Status
Subject Ava DuVernay E39428 entity
Predicate founded P104 FINISHED
Object ARRAY Alliance
ARRAY Alliance is a nonprofit organization and social impact collective founded by filmmaker Ava DuVernay to advance racial and gender equity in the entertainment industry and beyond.
E199117 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: ARRAY Alliance | Statement: [Ava DuVernay, founded, ARRAY Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARRAY Alliance
Context triple: [Ava DuVernay, founded, ARRAY Alliance]
  • A. AIM alliance
    The AIM alliance was a 1990s partnership between Apple, IBM, and Motorola formed to develop and promote the PowerPC microprocessor architecture as an alternative to Intel’s x86.
  • B. Alliance
    Alliance was a Continental Navy frigate of the American Revolutionary War, noted for its role in transatlantic operations and engagements against British forces.
  • C. GW4 Alliance
    The GW4 Alliance is a collaborative research and innovation partnership between leading research-intensive universities in the South West of England and Wales.
  • D. Alliance for Prosperity
    The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
  • E. ALLEA
    ALLEA (All European Academies) is a European federation that brings together national academies of sciences and humanities to promote science, scholarship, and evidence-based policy across Europe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: ARRAY Alliance
Triple: [Ava DuVernay, founded, ARRAY Alliance]
Generated description
ARRAY Alliance is a nonprofit organization and social impact collective founded by filmmaker Ava DuVernay to advance racial and gender equity in the entertainment industry and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARRAY Alliance
Target entity description: ARRAY Alliance is a nonprofit organization and social impact collective founded by filmmaker Ava DuVernay to advance racial and gender equity in the entertainment industry and beyond.
  • A. AIM alliance
    The AIM alliance was a 1990s partnership between Apple, IBM, and Motorola formed to develop and promote the PowerPC microprocessor architecture as an alternative to Intel’s x86.
  • B. Alliance
    Alliance was a Continental Navy frigate of the American Revolutionary War, noted for its role in transatlantic operations and engagements against British forces.
  • C. GW4 Alliance
    The GW4 Alliance is a collaborative research and innovation partnership between leading research-intensive universities in the South West of England and Wales.
  • D. Alliance for Prosperity
    The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
  • E. ALLEA
    ALLEA (All European Academies) is a European federation that brings together national academies of sciences and humanities to promote science, scholarship, and evidence-based policy across Europe.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650fd3448190a6a2c979db982cae completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9a8a69c8190885bf06a06d3869f completed March 8, 2026, 4:54 p.m.
NEDg Description generation batch_69adaab488ec81909a340aab4916b90f completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaf3cd23081909dd27c5de8e3f6d2 completed March 8, 2026, 5:17 p.m.
Created at: March 4, 2026, 7:32 p.m.